Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010219

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010228

distance 0.189

#2 · Punecell 4900009425

distance 0.231

#3 · Punecell 4900009424

distance 0.248

#4 · Punecell 4900008119

distance 0.25

#5 · Punecell 4900009434

distance 0.27

#6 · Punecell 4900008898

distance 0.273

#7 · Punecell 4900010735

distance 0.276

#8 · Punecell 4900009423

distance 0.287

#9 · Punecell 4900010316

distance 0.29

#10 · Punecell 4900010822

distance 0.298

#11 · Punecell 4900010039

distance 0.299

#12 · Punecell 4900009420

distance 0.301

#13 · Punecell 4900009523

distance 0.302

#14 · Punecell 4900008112

distance 0.304

#15 · Raigadcell 4910005467

distance 0.319 · cross-district

#16 · Punecell 4900010400

distance 0.321

#17 · Punecell 4900009728

distance 0.322

#18 · Punecell 4900011071

distance 0.323

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900010219}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.